← Authors

Jiuxiang Gu

60 papers · 2017–2026 · 14 conferences · across top CS/AI conferences

Achievements

πŸƒ Academic Marathon (8) 🐝 Cross-Pollinator (15) πŸ—ΊοΈ Taxonomy Completionist (103) 🌈 Renaissance Researcher (8) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (13) 🀝 Dynamic Duo (18) πŸ† Grand Slam πŸ‘₯ Mega-Team (34) πŸ”¬ Deep Specialist (12) 🧬 Topic Evolution πŸ—ƒοΈ Keyword Collector (253) πŸ“ˆ Trend Setter ⚑ Prolific Year (5) πŸš€ Conference Pioneer πŸ”₯ Unstoppable (9) πŸ’Ž Century Club (57)

Conferences

CVPR (12) AAAI (7) EMNLP (6) ICCV (6) ECCV (5) ICLR (5) ACL (4) NAACL (4) NIPS (4) WACV (3) COLING (1) EACL (1) ICML (1) INTERSPEECH (1)

Top co-authors

Ruiyi Zhang (19) Jason Kuen (19) Tong Sun (16) Tong Yu (13) Ani Nenkova (11) Franck Dernoncourt (11) Handong Zhao (10) Yufan Zhou (9) Rajiv Jain (9) Zhe Lin (9)

Keywords

large language model (6) vision-language model (6) multimodal learning (5) contrastive learning (5) zero-shot learning (3) semantic segmentation (3) text-to-image generation (3) document understanding (3) multimodal large language model (3) self-supervised learning (3) model compression (3) diffusion model (3) cross-modal retrieval (2) instruction tuning (2) multi-modal learning (2) document analysis (2) question answering (2) representation learning (2) image generation (2) knowledge distillation (2)

Papers

A Survey on LLM-based Conversational User Simulation EACL 2026
OIDA-QA: A Multimodal Benchmark for Analyzing the Opioid Industry Documents Archive AAAI 2026
VipAct: Visual-Perception Enhancement via Specialized VLM Agent Collaboration and Tool-use AAAI 2026
LazyDiT: Lazy Learning for the Acceleration of Diffusion Transformers AAAI 2025
Refer to Any Segmentation Mask Group With Vision-Language Prompts ICCV 2025
Multimodal LLMs as Customized Reward Models for Text-to-Image Generation ICCV 2025
MegaSynth: Scaling Up 3D Scene Reconstruction with Synthesized Data CVPR 2025
DiffIP: Representation Fingerprints for Robust IP Protection of Diffusion Models ICCV 2025
CoMMIT: Coordinated Multimodal Instruction Tuning EMNLP 2025
ImageFolder: Autoregressive Image Generation with Folded Tokens ICLR 2025
SV-RAG: LoRA-Contextualizing Adaptation of MLLMs for Long Document Understanding ICLR 2025
From Selection to Generation: A Survey of LLM-based Active Learning ACL 2025
METAL: A Multi-Agent Framework for Chart Generation with Test-Time Scaling ACL 2025
ARTIST: Improving the Generation of Text-Rich Images with Disentangled Diffusion Models and Large Language Models WACV 2025
Numerical Pruning for Efficient Autoregressive Models AAAI 2025
Differential Privacy Mechanisms in Neural Tangent Kernel Regression WACV 2025
Self-Debiasing Large Language Models: Zero-Shot Recognition and Reduction of Stereotypes NAACL 2025
QuartDepth: Post-Training Quantization for Real-Time Depth Estimation on the Edge CVPR 2025
TextLap: Customizing Language Models for Text-to-Layout Planning EMNLP 2024
SOHES: Self-supervised Open-world Hierarchical Entity Segmentation ICLR 2024
ADOPD: A Large-Scale Document Page Decomposition Dataset ICLR 2024
LRM: Large Reconstruction Model for Single Image to 3D ICLR 2024
DocScript: Document-level Script Event Prediction COLING 2024
Customization Assistant for Text-to-Image Generation CVPR 2024
TRINS: Towards Multimodal Language Models that Can Read CVPR 2024
Self-Cleaning: Improving a Named Entity Recognizer Trained on Noisy Data with a Few Clean Instances NAACL 2024
Category-Aware Active Domain Adaptation ICML 2024
Selective Reflection-Tuning: Student-Selected Data Recycling for LLM Instruction-Tuning ACL 2024
Advancing Vision-Language Models with Adapter Ensemble Strategies EMNLP 2024
High Quality Entity Segmentation ICCV 2023
Learning the Visualness of Text Using Large Vision-Language Models EMNLP 2023
DocEdit: Language-Guided Document Editing AAAI 2023
AIMS: All-Inclusive Multi-Level Segmentation for Anything NIPS 2023
A Critical Analysis of Document Out-of-Distribution Detection EMNLP 2023
LayerDoc: Layer-Wise Extraction of Spatial Hierarchical Structure in Visually-Rich Documents WACV 2023
CA-SSL: Class-Agnostic Semi-Supervised Learning for Detection and Segmentation ECCV 2022
Delving into Out-of-Distribution Detection with Vision-Language Representations NIPS 2022
TiGAN: Text-Based Interactive Image Generation and Manipulation AAAI 2022
UNISON: Unpaired Cross-Lingual Image Captioning AAAI 2022
Learning Adaptive Axis Attentions in Fine-tuning: Beyond Fixed Sparse Attention Patterns ACL 2022
Open-Vocabulary Instance Segmentation via Robust Cross-Modal Pseudo-Labeling CVPR 2022
EI-CLIP: Entity-Aware Interventional Contrastive Learning for E-Commerce Cross-Modal Retrieval CVPR 2022
Towards Language-Free Training for Text-to-Image Generation CVPR 2022
Meta Spatio-Temporal Debiasing for Video Scene Graph Generation ECCV 2022
Improving the Reliability for Confidence Estimation ECCV 2022
MGDoc: Pre-training with Multi-granular Hierarchy for Document Image Understanding EMNLP 2022
DocLayoutTTS: Dataset and Baselines for Layout-informed Document-level Neural Speech Synthesis INTERSPEECH 2022
DocTime: A Document-level Temporal Dependency Graph Parser NAACL 2022
Multi-Scale Aligned Distillation for Low-Resolution Detection CVPR 2021
SelfDoc: Self-Supervised Document Representation Learning CVPR 2021
Towards Interpreting and Mitigating Shortcut Learning Behavior of NLU models NAACL 2021
UniDoc: Unified Pretraining Framework for Document Understanding NIPS 2021
Exploiting Semantic Embedding and Visual Feature for Facial Action Unit Detection CVPR 2021
Self-Supervised Relationship Probing NIPS 2020
Finding It at Another Side: A Viewpoint-Adapted Matching Encoder for Change Captioning ECCV 2020
Scene Graph Generation With External Knowledge and Image Reconstruction CVPR 2019
Unpaired Image Captioning via Scene Graph Alignments ICCV 2019
Unpaired Image Captioning by Language Pivoting ECCV 2018
Look, Imagine and Match: Improving Textual-Visual Cross-Modal Retrieval With Generative Models CVPR 2018
An Empirical Study of Language CNN for Image Captioning ICCV 2017